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BMC Medical Imaging

Ausgabe 1/2025

Inhalt (86 Artikel)

Preoperative prediction of lymph node metastasis in intrahepatic cholangiocarcinoma: an integrative approach combining ultrasound-based radiomics and inflammation-related markers

  • Open Access
  • Research

Yu-ting Peng, Jin-shu Pang, Peng Lin, Jia-min Chen, Rong Wen, Chang-wen Liu, Zhi-yuan Wen, Yu-quan Wu, Jin-bo Peng, Lu Zhang, Hong Yang, Dong-yue Wen, Yun He

Novel transfer learning based bone fracture detection using radiographic images

  • Open Access
  • Research

Aneeza Alam, Ahmad Sami Al-Shamayleh, Nisrean Thalji, Ali Raza, Edgar Anibal Morales Barajas, Ernesto Bautista Thompson, Isabel de la Torre Diez, Imran Ashraf

Automatic image generation and stage prediction of breast cancer immunobiological through a proposed IHC-GAN model

  • Open Access
  • Research

Afaf Saad, Noha Ghatwary, Safa M. Gasser, Mohamed S. ElMahallawy

Liver fibrosis stage classification in stacked microvascular images based on deep learning

  • Open Access
  • Research

Daisuke Miura, Hiromi Suenaga, Rino Hiwatashi, Shingo Mabu

HistoNeXt: dual-mechanism feature pyramid network for cell nuclear segmentation and classification

  • Open Access
  • Research

Junxiao Chen, Ruixue Wang, Wei Dong, Hua He, Shiyong Wang

The value of multiparametric MRI radiomics and machine learning in predicting preoperative Ki-67 expression level in breast cancer

  • Open Access
  • Research

Yan Lu, Long Jin, Ning Ding, Mengjuan Li, Shengnan Yin, Yiding Ji

Ultrasound localization microscopy in the diagnosis of breast tumors and prediction of relevant histologic biomarkers associated with prognosis in humans: the protocol for a prospective, multicenter study

  • Open Access
  • Study Protocol

Jia Li, Lei Chen, Ronghui Wang, Jiang Zhu, Ao Li, Jianchun Li, Zhaojun Li, Wen Luo, Wenkun Bai, Tao Ying, Cong Wei, Di Sun, Yuanyi Zheng

High-risk habitat radiomics model based on ultrasound images for predicting lateral neck lymph node metastasis in differentiated thyroid cancer

  • Open Access
  • Research

Han Liu, Chun‑Jie Hou, Min Wei, Ke‑Feng Lu, Ying Liu, Pei Du, Li‑Tao Sun, Jing‑Lan Tang

Optimizing hip MRI: enhancing image quality and elevating inter-observer consistency using deep learning-powered reconstruction

  • Open Access
  • Research

Yimeng Kang, Wenjing Li, Qingqing Lv, Qiuying Tao, Jieping Sun, Jinghan Dang, Xiaoyu Niu, Zijun Liu, Shujian Li, Zanxia Zhang, Kaiyu Wang, Baohong Wen, Jingliang Cheng, Yong Zhang, Weijian Wang

Investigating resting-state functional connectivity changes within procedural memory network across neuropsychiatric disorders using fMRI

  • Open Access
  • Research

Mahdi Mohammadkhanloo, Mohammad Pooyan, Hamid Sharini, Mitra Yousefpour

Value of combining lung ultrasound score with oxygenation and functional indices in determining weaning timing for critically ill pediatric patients

  • Open Access
  • Research

Ximeng Hao, Hongnian Duan, Qiushuang Li, Dan Wang, Xin Yin, Zhiyan Di, Shanshan Du

Ultrasonographic examination of the maturational effect of maternal vitamin D use on fetal clavicle bone development

  • Open Access
  • Research

Fatma Ozdemir, Banu Acmaz, Fatma Latifoglu, Sabahattin Muhtaroglu, Nefise Tanrıdan Okcu, Gokhan Acmaz, Iptisam Ipek Muderris

Development of a clinical prediction model for benign and malignant pulmonary nodules with a CTR ≥ 50% utilizing artificial intelligence-driven radiomics analysis

  • Open Access
  • Research

Wensong Shi, Yuzhui Hu, Guotao Chang, He Qian, Yulun Yang, Yinsen Song, Zhengpan Wei, Liang Gao, Hang Yi, Sikai Wu, Kun Wang, Huandong Huo, Shuaibo Wang, Yousheng Mao, Siyuan Ai, Liang Zhao, Xiangnan Li, Huiyu Zheng

Which PSMA PET/CT interpretation criteria most effectively diagnose prostate cancer? a retrospective cohort study

  • Open Access
  • Research

Le Ma, Yaxin Hao, Luoping Zhai, Wanchun Zhang, Xiaoming Cao, Kaiyuan Jia

Association between non-alcoholic fatty liver disease and progression of abdominal aortic aneurysm: a multicenter study

  • Open Access
  • Research

Ximing Wang, Jingxiang Sun, Na Chang, Menghan Liu, Shuai Zhang

Clinical study of colorViz fusion image vascular grading based on multi-phase CTA reconstruction in acute ischemic stroke

  • Open Access
  • Research

Qi Wang, Qiang Wang, Yunfa Xu, Xue Li, Dingbin Zhou, Xiaotong Sun, Bo Feng

A deep learning approach for early prediction of breast cancer neoadjuvant chemotherapy response on multistage bimodal ultrasound images

  • Open Access
  • Research

Jiang Xie, Jinzhu Wei, Huachan Shi, Zhe Lin, Jinsong Lu, Xueqing Zhang, Caifeng Wan

Langerhans cell histiocytosis in children: the value of ultrasound in diagnosis and follow-up

  • Open Access
  • Research

Jinjin Yang, Xiaohua Huang, Zhongtao Bao, Jing Xu, Huimei Huang, Hongjie Huang, Ling Chen

Prediction of pulmonary function decline in fibrous interstitial lung abnormalities based on quantitative chest CT parameters

  • Open Access
  • Research

Dechun Li, Yingli Sun, Zongjing Ma, Bin Chen, Liang Jin, Ming Li

Assessment of cardiac iron deposition and genotypic classification in pediatric beta-thalassemia major: the role of cardiac MRI

  • Open Access
  • Research

Siqi Zhang, Wen Zhao, Longwei Sun, Guohua Liang, Xiaodong Wang, Hongwu Zeng

Staging of esophageal cancer using PET/MRI: a systematic review with head-to-head comparison

  • Open Access
  • Systematic Review

Alisa Mohebbi, Saeed Mohammadzadeh, Zahra Moradi, Afshin Mohammadi, Hossein Poustchi, Seyed Mohammad Tavangar

Distinct Circle of Willis anatomical configurations in healthy preterm born adults: a 3D time-of-flight magnetic resonance angiography study

  • Open Access
  • Research

Julien Greggio, Christina Malamateniou, Kelly Pegoretti Baruteau, Constantino Carlos Reyes-Aldasoro, Odaro J. Huckstep, Jane M. Francis, Wilby Williamson, Paul Leeson, Adam J. Lewandowski, Winok Lapidaire

Hyperspectral imaging in living and deceased donor kidney transplantation

  • Open Access
  • Research

Rasmus Wrigge, Robert Sucher, Fabian Haak, Hans-Jonas Meyer, Julia Unruh, Hans-Michael Hau, Matthias Mehdorn, Hans-Michael Tautenhahn, Daniel Seehofer, Uwe Scheuermann

Retrospective MRI analysis of 418 adult shoulder joints to assess the physiological morphology of the glenoid in a low-grade osteoarthritic population

  • Open Access
  • Research

Marc-Pascal Meier, Lars Erik Brandt, Mark-Tilmann Seitz, Paul Jonathan Roch, Katharina Jäckle, Ali Seif Amir Hosseini, Wolfgang Lehmann, Thelonius Hawellek

Predictive value of enhanced CT and pathological indicators in lymph node metastasis in patients with gastric cancer based on GEE model

  • Open Access
  • Research

Ling Yang, Yingying Ding, Dafu Zhang, Guangjun Yang, Xingxiang Dong, Zhiping Zhang, Caixia Zhang, Wenjie Zhang, Youguo Dai, Zhenhui Li

Comparative analysis of the DCNN and HFCNN Based Computerized detection of liver cancer

  • Open Access
  • Research

Sandeep Dwarkanth Pande, Pala Kalyani, S Nagendram, Ala Saleh Alluhaidan, G Harish Babu, Sk Hasane Ahammad, Vivek Kumar Pandey, G Sridevi, Abhinav Kumar, Ebenezer Bonyah

Deep learning-based CT-free attenuation correction for cardiac SPECT: a new approach

  • Open Access
  • Research

Pei Yang, Zeao Zhang, Jianan Wei, Lisha Jiang, Liqian Yu, Huawei Cai, Lin Li, Quan Guo, Zhen Zhao

Impact of early arterial-phase multidetector CT in blunt spleen injury: a clinical outcomes-oriented study

  • Open Access
  • Research

Yu-Hao Wang, Yu-Tung Wu, Huan-Wu Chen, Yu-San Tee, Chih-Yuan Fu, Chien-Hung Liao, Chi-Tung Cheng, Chi-Hsun Hsieh

Integrating manual annotation with deep transfer learning and radiomics for vertebral fracture analysis

  • Open Access
  • Research

Jing Wang, Zhirui Dong, Huanxin He, Zhiyang Gao, Yukai Huang, Guangcheng Yuan, Libo Jiang, Mingdong Zhao

Omniview of three-dimensional ultrasound for prospective evaluation of extrathyroidal extension of differentiated thyroid cancer

  • Open Access
  • Research

Ruyu Liu, Yuxin Jiang, Xingjian Lai, Ying Wang, Luying Gao, Shenling Zhu, Xiao Yang, Ruina Zhao, Xiaoyan Zhang, Xuehua Xi, Bo Zhang

A Bayesian meta-analysis on MRI-based radiomics for predicting EGFR mutation in brain metastasis of lung cancer

  • Open Access
  • Systematic Review

Peyman Tabnak, Zana Kargar, Mohammad Ebrahimnezhad, Zanyar HajiEsmailPoor

Differentiation of multiple adrenal adenoma subtypes based on a radiomics and clinico-radiological model: a dual-center study

  • Open Access
  • Research

Xinzhang Zhang, Yapeng Si, Xin Shi, Yiwen Zhang, Liuyang Yang, Junfeng Yang, Ye Zhang, Jinjun Leng, Pingping Hu, Hao Liu, Jiaqi Chen, Wenliang Li, Wei Song, Jianping Zhu, Maolin Yang, Wei Li, Junfeng Wang

Development and validation of a CT-based radiomic nomogram for predicting surgical resection risk in patients with adhesive small bowel obstruction

  • Open Access
  • Research

Zhibo Wang, Ling Zhu, Shunli Liu, Dalue Li, Jingnong Liu, Xiaoming Zhou, Yuxi Wang, Ruiqing Liu

Mapping the distribution of radial artery atherosclerosis by optical coherence tomography

  • Open Access
  • Research

Yuntao Wang, Rui Yan, Zixuan Li, Zijing Liu, Yujie Wang, Jiahui Song, Senhu Wang, Yongxia Wu, Haotian Wang, Jincheng Guo

A nomogram for diagnosis of BI-RADS 4 breast nodules based on three-dimensional volume ultrasound

  • Open Access
  • Research

Xianping Jiang, Chen Chen, Jincao Yao, Liping Wang, Chen Yang, Wei Li, Di Ou, Zhiyan Jin, Yuanzhen Liu, Chanjuan Peng, Yifan Wang, Dong Xu

Correction: Distinct circle of willis anatomical configurations in healthy preterm born adults: a 3D time-of-flight magnetic resonance angiography study

  • Open Access
  • Correction

Julien Greggio, Christina Malamateniou, Kelly Pegoretti Baruteau, Constantino Carlos Reyes-Aldasoro, Odaro J. Huckstep, Jane M. Francis, Wilby Williamson, Paul Leeson, Adam J. Lewandowski, Winok Lapidaire

Comparative analysis of intestinal tumor segmentation in PET CT scans using organ based and whole body deep learning

  • Open Access
  • Research

Mahsa Torkaman, Skander Jemaa, Jill Fredrickson, Alexandre Fernandez Coimbra, Alex De Crespigny, Richard A. D. Carano

Radiomics model building from multiparametric MRI to predict Ki-67 expression in patients with primary central nervous system lymphomas: a multicenter study

  • Open Access
  • Research

Yelong Shen, Siyu Wu, Yanan Wu, Chao Cui, Haiou Li, Shuang Yang, Xuejun Liu, Xingzhi Chen, Chencui Huang, Ximing Wang

Comparison of pointwise encoding time reduction with radial acquisition (PETRA) imaging with conventional MR imaging for the diagnosis of traumatic fractures in children

  • Open Access
  • Research

Xiamei Zhuang, Ke Jin, Xiaoming Li, Junwei Li, Yan Yin, Zhang Huiting, Hong Liu, Meitao Liu

Deep learning models for differentiating three sinonasal malignancies using multi-sequence MRI

  • Open Access
  • Research

Luxi Wang, Naier Lin, Wei Chen, Hanyu Xiao, Yiyin Zhang, Yan Sha

MRI findings for the pretreatment diagnosis of small Meckel’s cave tumors: comparison of meningiomas and schwannomas

  • Open Access
  • Research

Yuan-Yu Tu, Hsin-Wei Wu, Fu-Sheng Hsueh, Wei-An Tai, Kai-Wei Yu, Chia-Hung Wu, Te-Ming Lin, Chung-Han Yang, Shu-Ting Chen, Feng-Chi Chang

Application of real-time shear wave elastography technology in healthy pediatric hip joints

  • Open Access
  • Research

Fan Xiangyang, Wang Ziwei, Zhou Jingjing, Di Min, He Xiao

Comparative diagnostic performance of VI-RADS based on biparametric and multiparametric MRI in predicting muscle invasion in bladder cancer

  • Open Access
  • Research

Peikun Liu, Lingkai Cai, Linjing Jiang, Haonan Chen, Qiang Cao, Kexin Bai, Rongjie Bai, Qikai Wu, Xiao Yang, Qiang Lu

Clinical application of the quantitative fetal heart quantification in the evaluation of right heart function in fetuses with redundancy foramen ovale flap

  • Open Access
  • Research

Xiao-Rong Su, Ai-Lin Wang, Hong-Xia Tie, Qiong-Yu Yang, Shu-Na Cao, Tian-Gang Li

Towards automatical tumor segmentation in radiomics: a comparative analysis of various methods and radiologists for both region extraction and downstream diagnosis

  • Open Access
  • Research

Ying Yu, Gang-Feng Li, Wei-Xiong Tan, Xiao-Yan Qu, Tao Zhang, Xing-Yi Hou, Yuan-Bo Zhu, Zhi-Ying Ma, Lu Yang, Ya Gao, Mei Yu, Cui Yue, Zhen Zhou, Yang Yang, Lin-Feng Yan, Guang-Bin Cui

Volumetric measurement of cranial cavity and cerebral ventricular system with 3D Slicer software based on CT data

  • Open Access
  • Research

Yanming Huang, Junxiang Huang, Celin Guan, Tianqing Liu, Shuanglin Que

Establishment of a predictive nomogram for breast cancer lympho-vascular invasion based on radiomics obtained from digital breast tomography and clinical imaging features

  • Open Access
  • Research

Gang Liang, Suxin Zhang, Yiquan Zheng, Wenqing Chen, Yuan Liang, Yumeng Dong, Lizhen Li, Jianding Li, Caixian Yang, Zengyu Jiang, Sheng He

Using deep learning to differentiate among histology renal tumor types in computed tomography scans

  • Open Access
  • Research

Hung-Cheng Kan, Po-Hung Lin, I-Hung Shao, Shih-Chun Cheng, Tzuo-Yau Fan, Ying-Hsu Chang, Liang-Kang Huang, Yuan-Cheng Chu, Kai-Jie Yu, Cheng-Keng Chuang, Chun-Te Wu, See-Tong Pang, Syu-Jyun Peng

Comparison of the value of FAPI imaging and speckle‑tracking echocardiography in assessment of right ventricular remodeling in pulmonary hypertension

  • Open Access
  • Research

Bi-Xi Chen, Huimin Hu, Juanni Gong, Xiao-Ying Xi, Yaning Ma, Yuanhua Yang, Min-Fu Yang, Yidan Li

A short-term predictive model for disease progression in acute-on-chronic liver failure: integrating spectral CT extracellular liver volume and clinical characteristics

  • Open Access
  • Research

Yuan Xu, Fukai Li, Bo Liu, Tiezhu Ren, Jiachen Sun, Yufeng Li, Hong Liu, Jianli Liu, Junlin Zhou

Automated classification of chest X-rays: a deep learning approach with attention mechanisms

  • Open Access
  • Research

Burcu Oltu, Selda Güney, Seniha Esen Yuksel, Berna Dengiz

Optimization of head and neck vascular CT angiography using variable rate bolus tracking technique and third-generation dual-source CT dual-energy scanning

  • Open Access
  • Research

Wei-Hua Lin, Fei-Peng Zhang, Bing-Quan Wang, Rui-Gang Huang, A-Lai Zhan, Hui-Jun Xiao

Achieving low radiation dose and contrast agents dose in coronary CT angiography at 60-kVp ultra-low tube voltage

  • Open Access
  • Research

Weiling He, Feng Huang, Xi Wu, An Xie, Wenjie Sun, Peng Liu, Rui Hu

A subregional prediction model for radiation-induced hypothyroidism

  • Open Access
  • Research

Wenting Ren, Ziqi Pan, Kuo Men, Bin Liang, Qingfeng Xu, Junlin Yi, Jianrong Dai

Analysis of features of papillary thyroid carcinoma on color Doppler ultrasound images: implications for lymph node metastasis

  • Open Access
  • Research

Lu Cao, Ying Cao, Xiangru Wang, Xinxin Lu, Fangxi Zhao, Lei Sun, Hua Wang, Xiaopeng Li

Magnetic resonance diffusion-derived vessel density (DDVD) as a valuable tissue perfusion biomarker for isocitrate dehydrogenase genotyping in diffuse gliomas

  • Open Access
  • Research

Chen-Xi Ni, Ruo-Lan Lin, Dian-Qi Yao, Fu-Zhao Ma, Yu-Ting Shi, Ying-Ying He, Yang Song, Guang Yang, Ri-Feng Jiang, Yì Xiáng J. Wáng

MTMU: Multi-domain Transformation based Mamba-UNet designed for unruptured intracranial aneurysm segmentation

  • Open Access
  • Research

Bing Li, Nian Liu, Jianbin Bai, Jianfeng Xu, Yi Tang, Yan Liu

18F-FDG PET/CT metabolic parameter changes to assess vascular inflammatory response in patients with diffuse large B-cell lymphoma

  • Open Access
  • Research

Wenli Xie, Lixiu Cao, Jing Yu, Aijuan Tian, Jin Wang, Runlong Lin

Stapes footplate’s posterior border protrudes the vestibule in healthy ears: anatomical insights from ultra-high-resolution CT

  • Open Access
  • Research

Ruowei Tang, Ning Xu, Zhengyu Zhang, Zhongrui Chen, Heyu Ding, Zhenghan Yang, Zhenchang Wang, Pengfei Zhao

CT-based radiomics models using intralesional and different perilesional signatures in predicting the microvascular density of hepatic alveolar echinococcosis

  • Open Access
  • Research

Juan Hou, Simiao Zhang, Shouxian Li, Zicheng Zhao, Longfei Zhao, Tieliang Zhang, Wenya Liu

Quantifying anterior segment vascular changes in thyroid eye disease using optical coherence tomography angiography

  • Open Access
  • Research

Ahmad Masoumi, Pedram Afshar, Hanieh Fakhredin, Hamidreza Ghanbari, Fateme Montazeri, Amirhossein Aghajani, Zahra Montazeriani, Pezhman Pasyar, Haniyeh Zeidabadinejad, Faezeh Moghimpour Bijani, Seyed Mohsen Rafizadeh

Deep learning-based evaluation of panoramic radiographs for osteoporosis screening: a systematic review and meta-analysis

  • Open Access
  • Systematic Review

Ali Tarighatnia, Masoud Amanzadeh, Mahnaz Hamedan, Alireza Mohammadnia, Nader D. Nader

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